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📊 Ersilia Statistics Report

Last updated: 2024-12-30 09:06:40 GMT

🧬 Models' Impact

Total Models: 180

Percentage Ready to Use: 85.0%

Model Categorization

Category Count
Similarity 11
Compound generation 7
Dummy 6
Descriptor 6
Embedding 4
Fingerprint 4
Drug-likeness 2
Antimicrobial activity 2
Chemical notation 1
Metabolism 1
Chemical synthesis 1
Molecular weight 1
pKa 1
Therapeutic indication 1
COVID19 1
Two Categories 51
Three or More Categories 73

Most Recent Models

Title Contributor Date Status
Knowledge-guided pre-trained graph transformer miquelduranfrigola 2024-12-17 In progress
Antimicrobial class specificity prediction miquelduranfrigola 2024-12-17 In progress
MolE molecular embeddings miquelduranfrigola 2024-11-18 In progress
Projections against Coconut miquelduranfrigola 2024-11-10 In progress
Chemical space 2D projections against DrugBank miquelduranfrigola 2024-11-09 In progress

👉 Explore more models on our dashboard

🌍 Community & Blog

Countries Represented: 17

Total Contributors: 91

Role Distribution

Role Count
Volunteer 47
Intern 24
Trustee 4
MSc Student 3
Advisor 2
BSc Student 2
OS Maintainer, Mentor 1
Mentor 1
Intern, Mentor, OS Maintainer 1
Employee 1
Employee, Trustee 1
OS Maintainer 1
Visiting Researcher 1
Intern, OS Maintainer 1
Intern, MSc Student, Mentor 1

Contributors by Country

Country Contributors
Kenya 1
Colombia 2
Nigeria 9
Pakistan 2
Australia 3
Uganda 1
United States 48
South Africa 1
United Kingdom 1
Cameroon 1
Italy 1
Singapore 1
Poland 2
Serbia 1
Spain 9
Namibia 1
India 7

🏢 Organizations

Total Organizations: 209

Organization Types

Type Count
Academia 61
Foundation 49
Nonprofit 33
Corporate 31
Pharma 14
Government 11
Accelerator 8

Organizations by Country

Country Total Organizations
Kenya 2
Germany 4
Zambia 2
Mexico 1
Switzerland 8
Brazil 3
Austria 1
Australia 1
United Arab Emirates 1
Netherlands 1
United States 102
Gambia 1
France 1
Ghana 3
South Africa 9
United Kingdom 25
Cameroon 5
Japan 1
Italy 1
Zimbabwe 1
Singapore 1
Belgium 5
Tanzania 1
Unknown 1
Spain 23
Guinea 2

📅 Events & Publications

Total Events: 68

Event Timeline

  • 2020: 2 events
  • 2021: 6 events
  • 2022: 26 events
  • 2023: 20 events
  • 2024: 11 events
  • 2025: 3 events

Publications

Total Publications: 40
Total Citations: 1183

Citations Over Time

  • 2013: 53.0 average citations
  • 2014: 32.0 average citations
  • 2017: 44.0 average citations
  • 2018: 105.5 average citations
  • 2019: 19.0 average citations
  • 2020: 37.2 average citations
  • 2021: 32.0 average citations
  • 2022: 23.33 average citations
  • 2023: 16.33 average citations
  • 2024: 5.8 average citations

OpenAlex Paper Match

  • Total Papers Queried: 40
  • Exact Matches Found: 37
  • Match Percentage: 92.5%

Author Highlights

  • Total Authors: 222
  • Top Author: Li Wang (H-index: 250)

🌐 External Data

Disease Statistics

Disease Estimated Total Deaths (based on death rates) Most Recent Year Deaths in Most Recent Year
Alzheimers 78193529 2021 2080
Meningitis 19317843 2021 1540
Pneumonia 175302228 2021 13232
Hivaids 114405860 2022 779
Cardiovascular 1103874706 2021 64217
Malaria 45951860 2021 91
Tuberculosis 127005702 2021 10148
TOTAL 1664051728 - -

COVID-19 Statistics

  • Total Cases: 777,025,779
  • Total Deaths: 7,078,468

The full data output that this report is based on can be found in data/ and external-data/. An abbreviated version can be found in reports/table_stats.json.

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